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test: refactor test to be independent by JoanFM · Pull Request #1738 · docarray/docarray · GitHub

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test: refactor test to be independent #1738

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JoanFM merged 1 commit into from
Jul 31, 2023
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test: refactor test to be independent #1738

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81 changes: 74 additions & 7 deletions tests/index/weaviate/test_subindex.py
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Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,52 @@ class MyDoc(BaseDoc):
my_tens: NdArray[30] = Field(dim=30, is_embedding=True)


@pytest.fixture(scope='session')
def index_docs():
my_docs = [
MyDoc(
id=f'{i}',
docs=DocList[SimpleDoc](
[
SimpleDoc(
id=f'docs-{i}-{j}',
simple_tens=np.ones(10) * (j + 1),
simple_text=f'hello {j}',
)
for j in range(5)
]
),
list_docs=DocList[ListDoc](
[
ListDoc(
id=f'list_docs-{i}-{j}',
docs=DocList[SimpleDoc](
[
SimpleDoc(
id=f'list_docs-docs-{i}-{j}-{k}',
simple_tens=np.ones(10) * (k + 1),
simple_text=f'hello {k}',
)
for k in range(5)
]
),
simple_doc=SimpleDoc(
id=f'list_docs-simple_doc-{i}-{j}',
simple_tens=np.ones(10) * (j + 1),
simple_text=f'hello {j}',
),
list_tens=np.ones(20) * (j + 1),
)
for j in range(5)
]
),
my_tens=np.ones((30,)) * (i + 1),
)
for i in range(5)
]
return my_docs


@pytest.fixture
def index():
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test')
Expand Down Expand Up @@ -80,22 +126,31 @@ def index():
return index


def test_subindex_init(index):
def test_subindex_init(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test0')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
assert isinstance(index._subindices['docs'], WeaviateDocumentIndex)
assert isinstance(index._subindices['list_docs'], WeaviateDocumentIndex)
assert isinstance(
index._subindices['list_docs']._subindices['docs'], WeaviateDocumentIndex
)


def test_subindex_index(index):
def test_subindex_index(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test1')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
assert index.num_docs() == 5
assert index._subindices['docs'].num_docs() == 25
assert index._subindices['list_docs'].num_docs() == 25
assert index._subindices['list_docs']._subindices['docs'].num_docs() == 125


def test_subindex_get(index):
def test_subindex_get(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test2')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
doc = index['1']
assert type(doc) == MyDoc
assert doc.id == '1'
Expand Down Expand Up @@ -128,7 +183,10 @@ def test_subindex_get(index):
assert np.allclose(doc.my_tens, np.ones(30) * 2)


def test_find_subindex(index):
def test_find_subindex(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test3')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
# root level
query = np.ones((30,))
with pytest.raises(ValueError):
Expand Down Expand Up @@ -160,7 +218,10 @@ def test_find_subindex(index):
assert root_doc.id == f'{doc.id.split("-")[2]}'


def test_subindex_filter(index):
def test_subindex_filter(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test4')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
query = {
'path': ['simple_doc__simple_text'],
'operator': 'Equal',
Expand All @@ -180,15 +241,21 @@ def test_subindex_filter(index):
assert doc.id.split('-')[-1] == '0'


def test_subindex_del(index):
def test_subindex_del(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test5')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
del index['0']
assert index.num_docs() == 4
assert index._subindices['docs'].num_docs() == 20
assert index._subindices['list_docs'].num_docs() == 20
assert index._subindices['list_docs']._subindices['docs'].num_docs() == 100


def test_subindex_contain(index):
def test_subindex_contain(index_docs):
dbconfig = WeaviateDocumentIndex.DBConfig(index_name='Test6')
index = WeaviateDocumentIndex[MyDoc](db_config=dbconfig)
index.index(index_docs)
# Checks for individual simple_docs within list_docs
for i in range(4):
doc = index[f'{i + 1}']
Expand Down
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